Title :
Facial feature detection for face authentication
Author :
Choras, Ryszard S.
Author_Institution :
Fac. of Telecommun., Comput. Sci. & Electr. Eng., Univ. of Technol. & Life Sci., Bydgoszcz, Poland
Abstract :
This paper presented an efficient algorithm for facial feature detection and a methodology to automatically extract features for face authentication. The approach consists of combining different methods of region detection and feature extraction from face images. The Gabor filters, texture features, feature vector dimensionality reduction method are described.
Keywords :
Gabor filters; face recognition; feature extraction; image texture; object detection; Gabor filters; face authentication; face images; facial feature detection; feature extraction; feature vector dimensionality reduction method; region detection; texture features; Authentication; Biometrics (access control); Face; Face recognition; Feature extraction; Image color analysis; Vectors;
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), IEEE Conference on
Conference_Location :
Manila
Print_ISBN :
978-1-4799-1072-4
DOI :
10.1109/ICCIS.2013.6751588